Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-27 0.223120 0.248137 0.276061 0.309792 0.349768 0.396066 0.454381
2025-08-03 0.185454 0.219148 0.260327 0.315422 0.388934 0.486338 0.630168
2025-08-10 0.159233 0.195921 0.243621 0.312313 0.412631 0.561007 0.813453
2025-08-17 0.136817 0.172858 0.221693 0.295686 0.411032 0.596548 0.951050
2025-08-24 0.121934 0.157391 0.207087 0.285681 0.415358 0.640445 1.121843
2025-08-31 0.112061 0.147453 0.198606 0.282786 0.429442 0.704130 1.366460
2025-09-07 0.104849 0.140394 0.193236 0.283500 0.449237 0.784388 1.704079
2025-09-14 0.096149 0.130238 0.181877 0.272347 0.444641 0.812816 1.928497
2025-09-21 0.089107 0.121956 0.172567 0.263316 0.442130 0.845051 2.195384
2025-09-28 0.084143 0.116437 0.167105 0.260267 0.450887 0.907187 2.634913
2025-10-05 0.083428 0.117432 0.172317 0.277348 0.505898 1.112474 4.000770
2025-10-12 0.081996 0.117123 0.175236 0.290466 0.555770 1.333920 6.106610
2025-10-19 0.080002 0.115893 0.176703 0.301577 0.606064 1.600433 9.978772
2025-10-26 0.077412 0.113502 0.175919 0.308103 0.647619 1.876692 16.809783
2025-11-02 0.073832 0.109165 0.171162 0.305367 0.663391 2.065810 25.963844
2025-11-09 0.068915 0.102225 0.161001 0.289324 0.636838 2.042583 30.082953
2025-11-16 0.065185 0.097143 0.153987 0.279639 0.627465 2.103708 40.381890
2025-11-23 0.062579 0.093872 0.150170 0.276835 0.638779 2.289335 71.002285
2025-11-30 0.060577 0.091542 0.147972 0.277528 0.661690 2.573472 177.646858
2025-12-07 0.057470 0.087081 0.141299 0.266709 0.643765 2.584652 270.810546
2025-12-14 0.054792 0.083270 0.135688 0.257942 0.631262 2.628500 504.536720
2025-12-21 0.052899 0.080787 0.132560 0.254982 0.638648 2.832154 3122.115430
2025-12-28 0.053056 0.082024 0.136979 0.271561 0.723020 3.831787 NaN